{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# FFT PSF - 2D"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from optiland.psf import FFTPSF\n",
    "from optiland.samples.objectives import CookeTriplet"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "lens = CookeTriplet()\n",
    "lens.draw()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 700x550 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "psf = FFTPSF(lens, field=(0, 0), wavelength=0.55)\n",
    "psf.view(projection=\"2d\", num_points=256)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": ".venv",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.13.2"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
